画像情报を用いた黒毛和牛种の乗驾行动の検知に関する検讨
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川野百合子，河田宗士，沖本裕典，中野鐵兵，赤羽誠，近藤育海，山崎凌汰，日下裕美，坂口実，小川哲司，``画像情報による黒毛和牛種の乗駕行動の検知に関する検討，'' 日本畜産学会 第126回大会，Sept. 2019.
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![実験データの前処理
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① 物体検出アルゴリズムYOLOv3[1]により??頭?頭を?動検出
[1]?J.?Redmon?and?A.?Farhadi,?“YOLOv3:?An?Incremental?Improvement,”arXiv:1804.02767,?2018.](https://image.slidesharecdn.com/iv-19-03-191229072947/85/-14-320.jpg)
![実験データの前処理
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① 物体検出アルゴリズムYOLOv3[1]により??頭?頭を?動検出
[1]?J.?Redmon?and?A.?Farhadi,?“YOLOv3:?An?Incremental?Improvement,”arXiv:1804.02767,?2018.](https://image.slidesharecdn.com/iv-19-03-191229072947/85/-15-320.jpg)
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Organizational culture includes values, norms, systems, symbols, language, assumptions, beliefs, and habits that influence employee behaviors and how people interpret those behaviors. It is important because culture can help or hinder a company's success. Some key aspects of Netflix's culture that help it achieve results include hiring smartly so every position has stars, focusing on attitude over just aptitude, and having a strict policy against peacocks, whiners, and jerks.PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024Neil Kimberley
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PepsiCo provided a safe harbor statement noting that any forward-looking statements are based on currently available information and are subject to risks and uncertainties. It also provided information on non-GAAP measures and directing readers to its website for disclosure and reconciliation. The document then discussed PepsiCo's business overview, including that it is a global beverage and convenient food company with iconic brands, $91 billion in net revenue in 2023, and nearly $14 billion in core operating profit. It operates through a divisional structure with a focus on local consumers.Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)contently
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This document provides an overview of content methodology best practices. It defines content methodology as establishing objectives, KPIs, and a culture of continuous learning and iteration. An effective methodology focuses on connecting with audiences, creating optimal content, and optimizing processes. It also discusses why a methodology is needed due to the competitive landscape, proliferation of channels, and opportunities for improvement. Components of an effective methodology include defining objectives and KPIs, audience analysis, identifying opportunities, and evaluating resources. The document concludes with recommendations around creating a content plan, testing and optimizing content over 90 days.How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024Albert Qian
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The document provides guidance on preparing a job search for 2024. It discusses the state of the job market, focusing on growth in AI and healthcare but also continued layoffs. It recommends figuring out what you want to do by researching interests and skills, then conducting informational interviews. The job search should involve building a personal brand on LinkedIn, actively applying to jobs, tailoring resumes and interviews, maintaining job hunting as a habit, and continuing self-improvement. Once hired, the document advises setting new goals and keeping skills and networking active in case of future opportunities.Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsKurio // The Social Media Age(ncy)
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A report by thenetworkone and Kurio.
The contributing experts and agencies are (in an alphabetical order): Sylwia Rytel, Social Media Supervisor, 180heartbeats + JUNG v MATT (PL), Sharlene Jenner, Vice President - Director of Engagement Strategy, Abelson Taylor (USA), Alex Casanovas, Digital Director, Atrevia (ES), Dora Beilin, Senior Social Strategist, Barrett Hoffher (USA), Min Seo, Campaign Director, Brand New Agency (KR), Deshé M. Gully, Associate Strategist, Day One Agency (USA), Francesca Trevisan, Strategist, Different (IT), Trevor Crossman, CX and Digital Transformation Director; Olivia Hussey, Strategic Planner; Simi Srinarula, Social Media Manager, The Hallway (AUS), James Hebbert, Managing Director, Hylink (CN / UK), Mundy ?lvarez, Planning Director; Pedro Rojas, Social Media Manager; Pancho González, CCO, Inbrax (CH), Oana Oprea, Head of Digital Planning, Jam Session Agency (RO), Amy Bottrill, Social Account Director, Launch (UK), Gaby Arriaga, Founder, Leonardo1452 (MX), Shantesh S Row, Creative Director, Liwa (UAE), Rajesh Mehta, Chief Strategy Officer; Dhruv Gaur, Digital Planning Lead; Leonie Mergulhao, Account Supervisor - Social Media & PR, Medulla (IN), Aurelija Plioplyt?, Head of Digital & Social, Not Perfect (LI), Daiana Khaidargaliyeva, Account Manager, Osaka Labs (UK / USA), Stefanie So?hnchen, Vice President Digital, PIABO Communications (DE), Elisabeth Winiartati, Managing Consultant, Head of Global Integrated Communications; Lydia Aprina, Account Manager, Integrated Marketing and Communications; Nita Prabowo, Account Manager, Integrated Marketing and Communications; Okhi, Web Developer, PNTR Group (ID), Kei Obusan, Insights Director; Daffi Ranandi, Insights Manager, Radarr (SG), Gautam Reghunath, Co-founder & CEO, Talented (IN), Donagh Humphreys, Head of Social and Digital Innovation, THINKHOUSE (IRE), Sarah Yim, Strategy Director, Zulu Alpha Kilo (CA).Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Search Engine Journal
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The search marketing landscape is evolving rapidly with new technologies, and professionals, like you, rely on innovative paid search strategies to meet changing demands.
It’s important that you’re ready to implement new strategies in 2024.
Check this out and learn the top trends in paid search advertising that are expected to gain traction, so you can drive higher ROI more efficiently in 2024.
You’ll learn:
- The latest trends in AI and automation, and what this means for an evolving paid search ecosystem.
- New developments in privacy and data regulation.
- Emerging ad formats that are expected to make an impact next year.
Watch Sreekant Lanka from iQuanti and Irina Klein from OneMain Financial as they dive into the future of paid search and explore the trends, strategies, and technologies that will shape the search marketing landscape.
If you’re looking to assess your paid search strategy and design an industry-aligned plan for 2024, then this webinar is for you.5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summarySpeakerHub
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From their humble beginnings in 1984, TED has grown into the world’s most powerful amplifier for speakers and thought-leaders to share their ideas. They have over 2,400 filmed talks (not including the 30,000+ TEDx videos) freely available online, and have hosted over 17,500 events around the world.
With over one billion views in a year, it’s no wonder that so many speakers are looking to TED for ideas on how to share their message more effectively.
The article “5 Public-Speaking Tips TED Gives Its Speakers”, by Carmine Gallo for Forbes, gives speakers five practical ways to connect with their audience, and effectively share their ideas on stage.
Whether you are gearing up to get on a TED stage yourself, or just want to master the skills that so many of their speakers possess, these tips and quotes from Chris Anderson, the TED Talks Curator, will encourage you to make the most impactful impression on your audience.
See the full article and more summaries like this on SpeakerHub here: https://speakerhub.com/blog/5-presentation-tips-ted-gives-its-speakers
See the original article on Forbes here:
http://www.forbes.com/forbes/welcome/?toURL=http://www.forbes.com/sites/carminegallo/2016/05/06/5-public-speaking-tips-ted-gives-its-speakers/&refURL=&referrer=#5c07a8221d9bChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd Clark Boyd
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Everyone is in agreement that ChatGPT (and other generative AI tools) will shape the future of work. Yet there is little consensus on exactly how, when, and to what extent this technology will change our world.
Businesses that extract maximum value from ChatGPT will use it as a collaborative tool for everything from brainstorming to technical maintenance.
For individuals, now is the time to pinpoint the skills the future professional will need to thrive in the AI age.
Check out this presentation to understand what ChatGPT is, how it will shape the future of work, and how you can prepare to take advantage. Getting into the tech field. what next
Getting into the tech field. what next Tessa Mero
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The document provides career advice for getting into the tech field, including:
- Doing projects and internships in college to build a portfolio.
- Learning about different roles and technologies through industry research.
- Contributing to open source projects to build experience and network.
- Developing a personal brand through a website and social media presence.
- Networking through events, communities, and finding a mentor.
- Practicing interviews through mock interviews and whiteboarding coding questions.Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentLily Ray
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1. Core updates from Google periodically change how its algorithms assess and rank websites and pages. This can impact rankings through shifts in user intent, site quality issues being caught up to, world events influencing queries, and overhauls to search like the E-A-T framework.
2. There are many possible user intents beyond just transactional, navigational and informational. Identifying intent shifts is important during core updates. Sites may need to optimize for new intents through different content types and sections.
3. Responding effectively to core updates requires analyzing "before and after" data to understand changes, identifying new intents or page types, and ensuring content matches appropriate intents across video, images, knowledge graphs and more.How to have difficult conversations
How to have difficult conversations Rajiv Jayarajah, MAppComm, ACC
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Stop putting off having difficult conversations. Seven practical tips to ensure your next difficult conversation go smoothly. Artificial Intelligence, Data and Competition – SCHREPEL – June 2024 OECD dis...
Artificial Intelligence, Data and Competition – SCHREPEL – June 2024 OECD dis...OECD Directorate for Financial and Enterprise Affairs
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画像情报を用いた黒毛和牛种の乗驾行动の検知に関する検讨
- 1. ○川野百合? 1，河?宗?1，沖本祐典 1，中野鐵兵 1,2，??誠 1,2， 近藤育海 3，?崎 稜汰 3，?下裕美 3，坂? 実 3，?川哲司 1 1 早稲??学 2 知能フレームワーク研究所 3北??学 画像情報を用いた 黒毛和牛種の乗駕行動の 検知に関する検討
- 10. ?北??学獣医学部の実験? ???和?主体の繁殖種13?15頭 (複数頭のうち1頭のみ発情させる) 単独発情処置 :?PGF2α製剤プロスタグランジンF2α製剤の投与 ,? 膣 内 留 置 型 ? 体 ホルモン製 剤の抜去 ?24時間照明点灯 ?18:00?6:00の時間に絞る ?カメラ3台から収録 データ収集 10カメラ1 カメラ2 カメラ3 収集画像例 :? 動画データ ラベルデータ 収集環境
- 11. ラベルデータ 11 ?付時間 ?動者 被?動者 ?動 2016/7/6/18:07 6 15 頭突き 2017/7/6/18;10 6 15 匂い嗅ぎ 2016/7/6/18:12 6 3 ST 2016/7/7/5:48 6 7 舐める 発情?動のラベル例:?
- 12. ラベルデータ 12 ?付時間 ?動者 被?動者 ?動 2016/7/6/18:07 6 15 頭突き 2017/7/6/18;10 6 15 匂い嗅ぎ 2016/7/6/18:12 6 3 ST 2016/7/7/5:48 6 7 舐める 発情?動のラベル例:? ? ? ? s=1 s=2 s=60
- 17. 実験データの前処理 17 ③ ``乗駕?動している (正例)’’??``乗駕?動していない (負例)’’ ``?が写っていない (garbage)’’?に?動で割り振る.
- 18. 乗駕?動していない (負例) 乗駕?動して る (正例) 実験データの前処理 18 ③ ``乗駕?動している (正例)’’??``乗駕?動していない (負例)’’ ``?が写っていない (garbage)’’?に?動で割り振る.
- 25. 実験データと評価 25 セットNo. 正例 負例 1 101 2,665 2 102 1,851 3 127 1,136 4 96 1,386 5 107 1,215 6 89 1,706 ?2016年7??2017年8?に収録された画像 ?発情16回分 ?6‐fold クロスバリデーション データセット 評価 Positive?Predictive?Value??/?Sensitivity??/?F‐measure (陽性判定率)??????????????????(感度)
- 27. 乗駕行動識別システムにおいて 陽性判定率 0.76 感度 0.64 27 {'C':?10.0,?'gamma':?0.0001,?'kernel':?'rbf'} F値 =?0.70 真の状態 ST/MT 負例 陽性 判定率 予測 ST?/?MT 399 123 0.76 負例 223 9836 感度 0.64
- 28. 乗駕行動識別システムにおいて 陽性判定率 0.76 感度 0.64 28 F値 =?0.70 真の状態 ST/MT 負例 陽性 判定率 予測 ST?/?MT 399 123 0.76 負例 223 9836 感度 0.64 {'C':?10.0,?'gamma':?0.0001,?'kernel':?'rbf'}
- 29. 29 1回の乗駕行動で複数枚取れた場合 ?付時間 ?動者 被?動者 ?動 2017/7/6/18:01 6 15 顎乗せ 2016/7/6/20:21 6 10 ST
- 30. 30 1回の乗駕行動で複数枚取れた場合 ?付時間 ?動者 被?動者 ?動 2017/7/6/18:01 6 15 顎乗せ 2016/7/6/20:21 6 10 ST
- 31. 31 1回の乗駕行動で複数枚取れた場合 乗駕?動と識別 ?付時間 ?動者 被?動者 ?動 2017/7/6/18:01 6 15 顎乗せ 2016/7/6/20:21 6 10 ST